Upload Date | December 10 2023 04:31 PM |
Views | 1 |
System Information | |
---|---|
Operating System | iOS 16.7.2 |
Model | iPhone 12 Pro |
Model ID | iPhone13,3 |
Motherboard | D53pAP |
CPU Information | |
---|---|
Name | Apple A14 Bionic |
Topology | 1 Processor, 6 Cores |
Identifier | ARM |
Base Frequency | 2.99 GHz |
L1 Instruction Cache | 128 KB x 1 |
L1 Data Cache | 64.0 KB x 1 |
L2 Cache | 4.00 MB x 1 |
Memory Information | |
---|---|
Size | 5.57 GB |
Inference Information | |
---|---|
Framework | TensorFlow Lite |
Backend | Core ML |
Device |
Workload | Accuracy | Score | |
---|---|---|---|
Image Classification (F32)
|
100% |
5870
629.0 IPS |
|
Image Classification (F16)
|
100% |
5928
635.1 IPS |
|
Image Classification (I8)
|
81% |
643
68.8 IPS |
|
Image Segmentation (F32)
|
100% |
1815
11.2 IPS |
|
Image Segmentation (F16)
|
100% |
1870
11.6 IPS |
|
Image Segmentation (I8)
|
89% |
1153
7.12 IPS |
|
Pose Estimation (F32)
|
100% |
18657
75.5 IPS |
|
Pose Estimation (F16)
|
100% |
18728
75.8 IPS |
|
Pose Estimation (I8)
|
80% |
214
0.86 IPS |
|
Object Detection (F32)
|
100% |
7266
255.0 IPS |
|
Object Detection (F16)
|
100% |
7270
255.1 IPS |
|
Object Detection (I8)
|
52% |
923
32.4 IPS |
|
Face Detection (F32)
|
100% |
7533
86.6 IPS |
|
Face Detection (F16)
|
100% |
7594
87.2 IPS |
|
Face Detection (I8)
|
75% |
858
9.85 IPS |
|
Text Classification (F32)
|
100% |
1109
438.8 IPS |
|
Text Classification (F16)
|
100% |
1111
439.2 IPS |
|
Machine Translation (F32)
|
100% |
1682
259.3 IPS |
|
Machine Translation (F16)
|
100% |
1693
261.0 IPS |